Yupei Zhang - RankMe

83 papers A 1B 6Misc 1Journal 46Unranked 29

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Robust spatio-temporal graph neural networks with sparse structure learning. Pattern Recognit. Yupei Zhang, Yuxin Li, Shuhui Liu, Xuequn Shang
2025	J	`jnl`	Disentangled Multi-modal Learning of Histology and Transcriptomics for Cancer Characterization. CoRR Yupei Zhang, Xiaofei Wang, Anran Liu, Lequan Yu, Chao Li
2025	J	`jnl`	Federated Deep Subspace Clustering. CoRR Yupei Zhang, Ruojia Feng, Yifei Wang, Xuequn Shang
2025	J	`jnl`	Federated Discriminative Representation Learning for Image Classification. IEEE Trans. Neural Networks Learn. Syst. Yupei Zhang, Yifei Wang, Yuxin Li, Yunan Xu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang
2025	J	`jnl`	Interpretable Multimodal Cancer Prototyping with Whole Slide Images and Incompletely Paired Genomics. CoRR Yupei Zhang, Yating Huang, Wanming Hu, Lequan Yu, Hujun Yin, Chao Li
2025	J	`jnl`	Joint Modelling Histology and Molecular Markers for Cancer Classification. CoRR Xiaofei Wang, Hanyu Liu, Yupei Zhang, Boyang Zhao, Hao Duan, Wanming Hu, Yonggao Mou, Stephen Price, Chao Li
2025	J	`jnl`	Joint modeling histology and molecular markers for cancer classification. Medical Image Anal. Xiaofei Wang, Hanyu Liu, Yupei Zhang, Boyang Zhao, Hao Duan, Wanming Hu, Yonggao Mou, Stephen Price, Chao Li
2025	—	`conf`	Learning More Significant Higher-Order Interactions Among Brain Regions. BIBM Yan Pang, Shuyu Yan, Chang Liu, Yupei Zhang
2025	—	`conf`	Learning Path Planning via Prior-Guided Reinforcement Learning. AIED (6) Mengfei Liu, Xian-Sheng Hua, Xuequn Shang, Yupei Zhang
2025	J	`jnl`	Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration. CoRR Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025	J	`jnl`	Long-tailed medical diagnosis with relation-aware representation learning and iterative classifier calibration. Comput. Biol. Medicine Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025	J	`jnl`	Multi-instance discriminative contrastive learning for brain image representation. Neural Comput. Appl. Yupei Zhang, Shuhui Liu, Xiran Qu, Xuequn Shang
2025	J	`jnl`	Multiscale Weisfeiler-Leman Directed Graph Neural Networks for Prerequisite-Link Prediction. IEEE Trans. Knowl. Data Eng. Yupei Zhang, Xiran Qu, Shuhui Liu, Yan Pang, Xuequn Shang
2025	J	`jnl`	Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning. IEEE J. Biomed. Health Informatics Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2024	J	`jnl`	Adaptive meta-knowledge dictionary learning for incremental knowledge tracing. Eng. Appl. Artif. Intell. Huan Dai, Yupei Zhang, Yue Yun, Rui An, Wenxin Zhang, Xuequn Shang
2024	J	`jnl`	Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents. CoRR Zhiguang Wu, Fengbin Zhu, Xuequn Shang, Yupei Zhang, Pan Zhou
2024	J	`jnl`	Doubly constrained offline reinforcement learning for learning path recommendation. Knowl. Based Syst. Yue Yun, Huan Dai, Rui An, Yupei Zhang, Xuequn Shang
2024	J	`jnl`	Federated learning-outcome prediction with multi-layer privacy protection. Frontiers Comput. Sci. Yupei Zhang, Yuxin Li, Yifei Wang, Shuangshuang Wei, Yunan Xu, Xuequn Shang
2024	—	`conf`	Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading. BIBM Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024	J	`jnl`	Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading. CoRR Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024	—	`conf`	Knowledge-Driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. MICCAI (4) Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li
2024	J	`jnl`	Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning. CoRR Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li
2024	—	`conf`	Non-Intrusive Audio Quality Assessment Based on Deep Neural Network for Subjective MOS Prediction. ISCSLP Xinwen Yue, Yupei Zhang, Jianqian Zhang, Zhiyu Li, Jing Wang, Shenghui Zhao
2024	J	`jnl`	Self-paced contrastive learning for knowledge tracing. Neurocomputing Huan Dai, Yue Yun, Yupei Zhang, Rui An, Wenxin Zhang, Xuequn Shang
2024	J	`jnl`	Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning. CoRR Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2024	J	`jnl`	Weakly supervised text classification framework for noisy-labeled imbalanced samples. Neurocomputing Wenxin Zhang, Yaya Zhou, Shuhui Liu, Yupei Zhang, Xuequn Shang
2023	—	`conf`	Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation. MICCAI (6) Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2023	J	`jnl`	Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks. CoRR Xiran Qu, Xuequn Shang, Yupei Zhang
2023	—	`conf`	Concept-level recognition from neuroimages for understanding learning in the brain. BIBM Yiping Zhang, Liqian Sun, Jingheng Wang, Yan Shen, Yupei Zhang, Shuhui Liu
2023	—	`conf`	Course-Graph Discovery from Academic Performance Using Nonnegative LassoNet. ICCSE (3) Mengfei Liu, Shuangshuang Wei, Shuhui Liu, Xuequn Shang, Yupei Zhang
2023	—	`conf`	Deep Knowledge Tracing with Concept Trees. ADMA (2) Yupei Zhang, Rui An, Wenxin Zhang, Shuhui Liu, Xuequn Shang
2023	J	`jnl`	Doubly contrastive representation learning for federated image recognition. Pattern Recognit. Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang
2023	J	`jnl`	Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation. Sensors Zhengdao Li, Yupei Zhang, Hanwen Xing, Kwok-Leung Chan
2023	J	`jnl`	Federated learning-outcome prediction with multi-layer privacy protection. CoRR Yupei Zhang, Yuxin Li, Yifei Wang, Shuangshuang Wei, Yunan Xu, Xuequn Shang
2023	J	`jnl`	GLassonet: Identifying Discriminative Gene Sets Among Molecular Subtypes of Breast Cancer. IEEE ACM Trans. Comput. Biol. Bioinform. Shuhui Liu, Yupei Zhang, Xuequn Shang
2023	J	`jnl`	Intelligent Anti-Jamming Decision With Continuous Action and State in Bivariate Frequency Agility Communication System. IEEE Trans. Cogn. Commun. Netw. Yupei Zhang, Zhijin Zhao, Shilian Zheng, Fangfang Qiang
2023	Misc	`conf`	Knowledge-Concept Diagnosis from fMRIs by Using a Space-Time Embedding Graph Convolutional Network. WISA Ye Lei, Yupei Zhang, Yi Lin, Xuequn Shang
2023	—	`conf`	Learning path design on knowledge graph by using reinforcement learning. BIBM Jingheng Wang, Yiping Zhang, Liqian Sun, Ying Liu, Wenxin Zhang, Yupei Zhang
2023	—	`conf`	Learning-Disability Recognition by Using Sparse Spatio-Temporal Graph Neural Networks. BIBM Yuxin Li, Xuequn Shang, Yupei Zhang
2023	J	`jnl`	Predicting and Understanding Student Learning Performance Using Multi-Source Sparse Attention Convolutional Neural Networks. IEEE Trans. Big Data Yupei Zhang, Rui An, Shuhui Liu, Jiaqi Cui, Xuequn Shang
2023	J	`jnl`	Radar Active Jamming Recognition under Open World Setting. Remote. Sens. Yupei Zhang, Zhijin Zhao, Yi Bu
2023	—	`conf`	Semantic concept recognition in learning brain by using deep convolutional networks. BIBM Liqian Sun, Jingheng Wang, Yiping Zhang, Di Zhu, Yupei Zhang, Shuhui Liu
2022	J	`jnl`	3D variable flip angle T1 mapping for differentiating benign and malignant liver lesions at 3T: comparison with diffusion weighted imaging. BMC Medical Imaging Fei Wang, Qing Yang, Yupei Zhang, Jun Liu, Mengxiao Liu, Juan Zhu
2022	B	`conf`	A Personalized Federated Learning Framework Using Side Information for Heterogeneous Data Classification. IEEE Big Data Yupei Zhang, Shuangshuang Wei, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang
2022	—	`conf`	An Effective Chinese Text Classification Method with Contextualized Weak Supervision for Review Autograding. ICIC (3) Yupei Zhang, Md Shahedul Islam Khan, Yaya Zhou, Min Xiao, Xuequn Shang
2022	—	`conf`	Contrastive Deep Knowledge Tracing. AIED (2) Huan Dai, Yue Yun, Yupei Zhang, Wenxin Zhang, Xuequn Shang
2022	—	`conf`	Functional Analysis of Molecular Subtypes with Deep Similarity Learning Model Based on Multi-omics Data. ICIC (2) Shuhui Liu, Yupei Zhang, Xuequn Shang
2022	J	`jnl`	Graph-regularized federated learning with shareable side information. Knowl. Based Syst. Yupei Zhang, Shuangshuang Wei, Shuhui Liu, Yifei Wang, Yunan Xu, Yuxin Li, Xuequn Shang
2022	B	`conf`	Interpretable Educational Recommendation: An Open Framework based on Bayesian Principal Component Analysis. SMC Yue Yun, Huan Dai, Yupei Zhang, Shuangshuang Wei, Xuequn Shang
2022	J	`jnl`	Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory. CoRR Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang
2022	J	`jnl`	Malware detection based on visualization of recombined API instruction sequence. Connect. Sci. Hongyu Yang, Yupei Zhang, Liang Zhang, Xiang Cheng
2022	—	`conf`	Markov Guided Spatio-Temporal Networks for Brain Image Classification BIBM Yupei Zhang, Yunan Xu, Rui An, Yuxin Li, Shuhui Liu, Xuequn Shang
2022	—	`conf`	Online Deep Knowledge Tracing. ICDM (Workshops) Wenxin Zhang, Yupei Zhang, Shuhui Liu, Xuequn Shang
2022	B	`conf`	Personalized Federated Contrastive Learning. IEEE Big Data Yupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang
2022	—	`conf`	Research on Phoneme Recognition using Attention-based Methods. ICCPR Yupei Zhang
2022	B	`conf`	WeStcoin: Weakly-Supervised Contextualized Text Classification with Imbalance and Noisy Labels. ICPR Yupei Zhang, Yaya Zhou, Shuhui Liu, Wenxin Zhang, Min Xiao, Xuequn Shang
2021	—	`conf`	A 256-QAM Backscatter Transponder Architecture using Delta-Sigma Load Modulation for 6G Ultra-Low-Power IoT Devices. VTC Spring Tanbir Haque, Hussain Elkotby, Patrick Cabrol, Yupei Zhang, Ravikumar Pragada, Douglas R. Castor
2021	—	`conf`	An Improved Deep Model for Knowledge Tracing and Question-Difficulty Discovery. PRICAI (2) Huan Dai, Yupei Zhang, Yue Yun, Xuequn Shang
2021	—	`conf`	Comment Text Grading for Chinese Graduate Academic Dissertation Using Attention Convolutional Neural Networks. ICSAI Yupei Zhang, Yaya Zhou, Min Xiao, Xuequn Shang
2021	—	`conf`	DCAE: Selecting Discriminative Genes on Single-cell RNA-seq Data for Cell-type Quantification. BIBM Shuhui Liu, Yupei Zhang, Jiajie Peng, Xuequn Shang
2021	—	`conf`	Deep learning-based multi-catheter reconstruction for MRI-guided HDR prostate brachytherapy. Image-Guided Procedures Xianjin Dai, Yang Lei, Yupei Zhang, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
2021	J	`jnl`	Integrating Multi-Omic Data With Deep Subspace Fusion Clustering for Cancer Subtype Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. Bo Yang, Yupei Zhang, Shanmin Pang, Xuequn Shang, Xueqing Zhao, Minghui Han
2021	J	`jnl`	Limited Data Spectrum Sensing Based on Semi-Supervised Deep Neural Network. IEEE Access Yupei Zhang, Zhijin Zhao
2021	J	`jnl`	ProTICS reveals prognostic impact of tumor infiltrating immune cells in different molecular subtypes. Briefings Bioinform. Shuhui Liu, Yupei Zhang, Xuequn Shang, Zhaolei Zhang
2021	—	`conf`	Region of interest discovery using discriminative concrete autoencoder for COVID-19 lung CT images. Computer-Aided Diagnosis Yupei Zhang, Yang Lei, Mingquan Lin, Walter J. Curran, Tian Liu, Xiaofeng Yang
2021	J	`jnl`	Saliency detection with moving camera via background model completion. CoRR Yupei Zhang, Kwok-Leung Chan
2021	—	`conf`	Self-paced Graph Memory Network for Student GPA Prediction and Abnormal Student Detection. AIED (2) Yue Yun, Huan Dai, Ruoqi Cao, Yupei Zhang, Xuequn Shang
2021	—	`conf`	Ultrasound multi-needle detection using deep attention U-Net with TV regularizations. Image-Guided Procedures Yupei Zhang, Yang Lei, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
2021	A	`conf`	Undergraduate Grade Prediction in Chinese Higher Education Using Convolutional Neural Networks. LAK Yupei Zhang, Rui An, Jiaqi Cui, Xuequn Shang
2021	—	`conf`	VarSKD: A Variational Student Knowledge Diagnosis for Efficiently Representing Student Latent Knowledge Space. IEEE BigData Huan Dai, Yupei Zhang, Yue Yun, Rui An, Xuequn Shang
2020	J	`jnl`	Integrated Sparse Coding With Graph Learning for Robust Data Representation. IEEE Access Yupei Zhang, Shuhui Liu
2020	J	`jnl`	Meta-knowledge dictionary learning on 1-bit response data for student knowledge diagnosis. Knowl. Based Syst. Yupei Zhang, Huan Dai, Yue Yun, Shuhui Liu, Andrew S. Lan, Xuequn Shang
2020	J	`jnl`	Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning. IEEE Trans. Medical Imaging Yupei Zhang, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang
2019	B	`conf`	Student Knowledge Diagnosis on Response Data via the Model of Sparse Factor Learning. EDM Yupei Zhang, Huan Dai, Yue Yun, Xuequn Shang
2019	J	`jnl`	融合学习差分进化和粒子群优化算法的认知决策引擎 (Cognitive Decision Engine of Hybrid Learning Differential Evolution and Particle Swarm Optimization). 计算机科学 Yupei Zhang, Zhijin Zhao, Shilian Zheng
2018	J	`jnl`	Hierarchical sparse coding from a Bayesian perspective. Neurocomputing Yupei Zhang, Ming Xiang, Bo Yang
2018	—	`conf`	Low-Rank Graph Regularized Sparse Coding. PRICAI (1) Yupei Zhang, Shuhui Liu, Xuequn Shang, Ming Xiang
2017	J	`jnl`	Graph regularized nonnegative sparse coding using incoherent dictionary for approximate nearest neighbor search. Pattern Recognit. Yupei Zhang, Ming Xiang, Bo Yang
2017	J	`jnl`	Low-rank preserving embedding. Pattern Recognit. Yupei Zhang, Ming Xiang, Bo Yang
2016	J	`jnl`	Linear dimensionality reduction based on Hybrid structure preserving projections. Neurocomputing Yupei Zhang, Ming Xiang, Bo Yang
2016	—	`conf`	Multi-floor PPP model for performance analysis of indoor wireless networks. WPMC Yupei Zhang, Wenjun Xu, Xue Li
2016	J	`jnl`	Multi-manifold Discriminant Isomap for visualization and classification. Pattern Recognit. Bo Yang, Ming Xiang, Yupei Zhang
2015	B	`conf`	Learning discriminant isomap for dimensionality reduction. IJCNN Bo Yang, Ming Xiang, Yupei Zhang